Overview

Dataset statistics

Number of variables62
Number of observations130
Missing cells1600
Missing cells (%)19.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory63.1 KiB
Average record size in memory497.0 B

Variable types

NUM34
CAT24
BOOL4

Reproduction

Analysis started2020-04-23 00:07:06.060567
Analysis finished2020-04-23 00:11:38.211297
Versionpandas-profiling v2.6.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
onset_age is highly correlated with ageHigh Correlation
age is highly correlated with onset_ageHigh Correlation
updrs_post_stab is highly correlated with hy_scaleHigh Correlation
hy_scale is highly correlated with updrs_post_stabHigh Correlation
onset_age has 50 (38.5%) missing values Missing
duration has 50 (38.5%) missing values Missing
hy_scale has 100 (76.9%) missing values Missing
updrs_total has 50 (38.5%) missing values Missing
updrs_speech has 50 (38.5%) missing values Missing
updrs_face_exp has 50 (38.5%) missing values Missing
updrs_tremor_rest_head has 50 (38.5%) missing values Missing
updrs_trem_rest_RUE has 50 (38.5%) missing values Missing
updrs_trem_rest_LUE has 50 (38.5%) missing values Missing
updrs_trem_rest_RLE has 50 (38.5%) missing values Missing
updrs_trem_rest_LLE has 50 (38.5%) missing values Missing
updrs_trem_act_RUE has 50 (38.5%) missing values Missing
updrs_trem_act_LUE has 50 (38.5%) missing values Missing
updrs_rig_neck has 50 (38.5%) missing values Missing
updrs_rig_RUE has 50 (38.5%) missing values Missing
updrs_rig_LUE has 50 (38.5%) missing values Missing
updrs_rig_RLE has 50 (38.5%) missing values Missing
updrs_rig_LLE has 50 (38.5%) missing values Missing
updrs_taps_RUE has 50 (38.5%) missing values Missing
updrs_taps_LUE has 50 (38.5%) missing values Missing
updrs_hand_RUE has 50 (38.5%) missing values Missing
updrs_hand_LUE has 50 (38.5%) missing values Missing
updrs_altmove_RUE has 50 (38.5%) missing values Missing
updrs_altmove_LUE has 50 (38.5%) missing values Missing
updrs_leg_RLE has 50 (38.5%) missing values Missing
updrs_leg_LLE has 50 (38.5%) missing values Missing
updrs_rise_chair has 50 (38.5%) missing values Missing
updrs_posture has 50 (38.5%) missing values Missing
updrs_gait has 50 (38.5%) missing values Missing
updrs_post_stab has 50 (38.5%) missing values Missing
updrs_brady_hypo has 50 (38.5%) missing values Missing
depress_med has 120 (92.3%) zeros Zeros
clonazepam has 121 (93.1%) zeros Zeros
updrs_total has 5 (3.8%) zeros Zeros
updrs_taps_RUE has 43 (33.1%) zeros Zeros
updrs_taps_LUE has 38 (29.2%) zeros Zeros
updrs_hand_LUE has 44 (33.8%) zeros Zeros
updrs_altmove_RUE has 57 (43.8%) zeros Zeros

Variables

status
Categorical

Distinct count3
Unique (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2
50
0
50
1
30
ValueCountFrequency (%) 
2 50 38.5%
 
0 50 38.5%
 
1 30 23.1%
 

Length

Max length1
Mean length1
Min length1
ValueCountFrequency (%) 
Decimal_Number 3 100.0%
 
ValueCountFrequency (%) 
Common 3 100.0%
 
ValueCountFrequency (%) 
ASCII 3 100.0%
 

age
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count39
Unique (%)30.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.33076923076923
Minimum34
Maximum83
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum34
5-th percentile45
Q158.25
median66.5
Q372
95-th percentile77
Maximum83
Range49
Interquartile range (IQR)13.75

Descriptive statistics

Standard deviation10.1335183
Coefficient of variation (CV)0.1575221068
Kurtosis0.192380542
Mean64.33076923
Median Absolute Deviation (MAD)8.105680473
Skewness-0.7969854198
Sum8363
Variance102.6881932
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[34. 53.5 64.5 75.5 83. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
68 9 6.9%
 
73 9 6.9%
 
65 9 6.9%
 
75 7 5.4%
 
69 7 5.4%
 
60 5 3.8%
 
74 5 3.8%
 
72 5 3.8%
 
70 5 3.8%
 
66 5 3.8%
 
Other values (29) 64 49.2%
 
ValueCountFrequency (%) 
34 1 0.8%
 
37 1 0.8%
 
40 2 1.5%
 
43 1 0.8%
 
44 1 0.8%
 
ValueCountFrequency (%) 
83 2 1.5%
 
79 2 1.5%
 
78 1 0.8%
 
77 3 2.3%
 
76 2 1.5%
 

gender
Boolean

Distinct count2
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
1
103
0
27
ValueCountFrequency (%) 
1 103 79.2%
 
0 27 20.8%
 

fam_hist
Categorical

Distinct count3
Unique (%)2.3%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
77
-1
50
1
 
3
ValueCountFrequency (%) 
0 77 59.2%
 
-1 50 38.5%
 
1 3 2.3%
 

Length

Max length2
Mean length1.384615385
Min length1
ValueCountFrequency (%) 
Decimal_Number 2 66.7%
 
Dash_Punctuation 1 33.3%
 
ValueCountFrequency (%) 
Common 3 100.0%
 
ValueCountFrequency (%) 
ASCII 3 100.0%
 

onset_age
Real number (ℝ≥0)

HIGH CORRELATION
MISSING
Distinct count41
Unique (%)51.2%
Missing50
Missing (%)38.5%
Infinite0
Infinite (%)0.0%
Mean60.7270205479452
Minimum30.0
Maximum81.0
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum30
5-th percentile36.95
Q156
median62.5
Q368.25
95-th percentile73.20356164
Maximum81
Range51
Interquartile range (IQR)12.25

Descriptive statistics

Standard deviation10.71809316
Coefficient of variation (CV)0.176496279
Kurtosis0.9148837184
Mean60.72702055
Median Absolute Deviation (MAD)8.142967466
Skewness-0.9615986949
Sum4858.161644
Variance114.877521
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
63 6 4.6%
 
69 4 3.1%
 
68 4 3.1%
 
56 4 3.1%
 
57 4 3.1%
 
67 4 3.1%
 
72 3 2.3%
 
62 3 2.3%
 
50 3 2.3%
 
71 3 2.3%
 
Other values (31) 42 32.3%
 
(Missing) 50 38.5%
 
ValueCountFrequency (%) 
30 1 0.8%
 
32 1 0.8%
 
33 1 0.8%
 
36 1 0.8%
 
37 1 0.8%
 
ValueCountFrequency (%) 
81 1 0.8%
 
78 1 0.8%
 
76 1 0.8%
 
74 1 0.8%
 
73.16164384 1 0.8%
 

duration
Real number (ℝ≥0)

MISSING
Distinct count20
Unique (%)25.0%
Missing50
Missing (%)38.5%
Infinite0
Infinite (%)0.0%
Mean4.197979452054794
Minimum0.5
Maximum17.0
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum0.5
5-th percentile0.985
Q11
median2.75
Q35
95-th percentile12.15
Maximum17
Range16.5
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.071072752
Coefficient of variation (CV)0.9697695758
Kurtosis1.727725229
Mean4.197979452
Median Absolute Deviation (MAD)3.136414384
Skewness1.523508395
Sum335.8383562
Variance16.57363335
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 22 16.9%
 
2 11 8.5%
 
5 9 6.9%
 
3 8 6.2%
 
4 4 3.1%
 
0.5 3 2.3%
 
8 3 2.3%
 
10 3 2.3%
 
11 3 2.3%
 
6 2 1.5%
 
Other values (10) 12 9.2%
 
(Missing) 50 38.5%
 
ValueCountFrequency (%) 
0.5 3 2.3%
 
0.7 1 0.8%
 
1 22 16.9%
 
1.838356164 1 0.8%
 
2 11 8.5%
 
ValueCountFrequency (%) 
17 1 0.8%
 
16 2 1.5%
 
15 1 0.8%
 
12 1 0.8%
 
11 3 2.3%
 

depress_med
Real number (ℝ≥0)

ZEROS
Distinct count10
Unique (%)7.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3769230769230769
Minimum0
Maximum9
Zeros120
Zeros (%)92.3%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3.55
Maximum9
Range9
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.479919255
Coefficient of variation (CV)3.926316391
Kurtosis18.41007804
Mean0.3769230769
Median Absolute Deviation (MAD)0.6958579882
Skewness4.281282343
Sum49
Variance2.190161002
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.5 9. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 120 92.3%
 
4 2 1.5%
 
9 1 0.8%
 
8 1 0.8%
 
7 1 0.8%
 
6 1 0.8%
 
5 1 0.8%
 
3 1 0.8%
 
2 1 0.8%
 
1 1 0.8%
 
ValueCountFrequency (%) 
0 120 92.3%
 
1 1 0.8%
 
2 1 0.8%
 
3 1 0.8%
 
4 2 1.5%
 
ValueCountFrequency (%) 
9 1 0.8%
 
8 1 0.8%
 
7 1 0.8%
 
6 1 0.8%
 
5 1 0.8%
 

benz_med
Categorical

Distinct count4
Unique (%)3.1%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
0
118
1
 
9
3
 
2
2
 
1
ValueCountFrequency (%) 
0 118 90.8%
 
1 9 6.9%
 
3 2 1.5%
 
2 1 0.8%
 

Length

Max length1
Mean length1
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

clonazepam
Real number (ℝ≥0)

ZEROS
Distinct count5
Unique (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.04423076923076923
Minimum0.0
Maximum2.0
Zeros121
Zeros (%)93.1%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.33125
Maximum2
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2161488698
Coefficient of variation (CV)4.886844014
Kurtosis55.27226868
Mean0.04423076923
Median Absolute Deviation (MAD)0.08233727811
Skewness6.874663631
Sum5.75
Variance0.04672033393
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.0625 2. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 121 93.1%
 
0.5 5 3.8%
 
0.125 2 1.5%
 
2 1 0.8%
 
1 1 0.8%
 
ValueCountFrequency (%) 
0 121 93.1%
 
0.125 2 1.5%
 
0.5 5 3.8%
 
1 1 0.8%
 
2 1 0.8%
 
ValueCountFrequency (%) 
2 1 0.8%
 
1 1 0.8%
 
0.5 5 3.8%
 
0.125 2 1.5%
 
0 121 93.1%
 

hy_scale
Categorical

HIGH CORRELATION
MISSING
Distinct count3
Unique (%)10.0%
Missing100
Missing (%)76.9%
Memory size1.1 KiB
2
16
2.5
11
1.5
 
3
ValueCountFrequency (%) 
2 16 12.3%
 
2.5 11 8.5%
 
1.5 3 2.3%
 
(Missing) 100 76.9%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_total
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count29
Unique (%)36.2%
Missing50
Missing (%)38.5%
Infinite0
Infinite (%)0.0%
Mean10.8125
Minimum0.0
Maximum54.0
Zeros5
Zeros (%)3.8%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q13.75
median7
Q313.25
95-th percentile32.2
Maximum54
Range54
Interquartile range (IQR)9.5

Descriptive statistics

Standard deviation10.98456195
Coefficient of variation (CV)1.015913244
Kurtosis3.261035508
Mean10.8125
Median Absolute Deviation (MAD)7.996875
Skewness1.782865637
Sum865
Variance120.6606013
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6 7 5.4%
 
2 7 5.4%
 
10 6 4.6%
 
4 6 4.6%
 
0 5 3.8%
 
3 5 3.8%
 
7 5 3.8%
 
5 4 3.1%
 
29 3 2.3%
 
9 3 2.3%
 
Other values (19) 29 22.3%
 
(Missing) 50 38.5%
 
ValueCountFrequency (%) 
0 5 3.8%
 
1 3 2.3%
 
2 7 5.4%
 
3 5 3.8%
 
4 6 4.6%
 
ValueCountFrequency (%) 
54 1 0.8%
 
43 1 0.8%
 
42 1 0.8%
 
36 1 0.8%
 
32 1 0.8%
 

updrs_speech
Boolean

MISSING
Distinct count2
Unique (%)2.5%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
64
1
16
(Missing)
50
ValueCountFrequency (%) 
0 64 49.2%
 
1 16 12.3%
 
(Missing) 50 38.5%
 

updrs_face_exp
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
37
1
28
2
13
3
 
2
ValueCountFrequency (%) 
0 37 28.5%
 
1 28 21.5%
 
2 13 10.0%
 
3 2 1.5%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_tremor_rest_head
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
65
1
 
12
3
 
2
2
 
1
ValueCountFrequency (%) 
0 65 50.0%
 
1 12 9.2%
 
3 2 1.5%
 
2 1 0.8%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_trem_rest_RUE
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
62
1
14
2
 
4
ValueCountFrequency (%) 
0 62 47.7%
 
1 14 10.8%
 
2 4 3.1%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_trem_rest_LUE
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
74
1
 
5
2
 
1
ValueCountFrequency (%) 
0 74 56.9%
 
1 5 3.8%
 
2 1 0.8%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_trem_rest_RLE
Boolean

MISSING
Distinct count2
Unique (%)2.5%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
77
1
 
3
(Missing)
50
ValueCountFrequency (%) 
0 77 59.2%
 
1 3 2.3%
 
(Missing) 50 38.5%
 

updrs_trem_rest_LLE
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
75
1
 
3
2
 
2
ValueCountFrequency (%) 
0 75 57.7%
 
1 3 2.3%
 
2 2 1.5%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_trem_act_RUE
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
1
38
0
38
2
 
4
ValueCountFrequency (%) 
1 38 29.2%
 
0 38 29.2%
 
2 4 3.1%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_trem_act_LUE
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
37
1
36
2
 
7
ValueCountFrequency (%) 
0 37 28.5%
 
1 36 27.7%
 
2 7 5.4%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_rig_neck
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
62
1
 
11
3
 
4
2
 
3
ValueCountFrequency (%) 
0 62 47.7%
 
1 11 8.5%
 
3 4 3.1%
 
2 3 2.3%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_rig_RUE
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
57
1
15
2
 
6
3
 
2
ValueCountFrequency (%) 
0 57 43.8%
 
1 15 11.5%
 
2 6 4.6%
 
3 2 1.5%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_rig_LUE
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
61
1
15
2
 
3
3
 
1
ValueCountFrequency (%) 
0 61 46.9%
 
1 15 11.5%
 
2 3 2.3%
 
3 1 0.8%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_rig_RLE
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
67
1
 
11
2
 
2
ValueCountFrequency (%) 
0 67 51.5%
 
1 11 8.5%
 
2 2 1.5%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_rig_LLE
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
70
1
 
7
2
 
3
ValueCountFrequency (%) 
0 70 53.8%
 
1 7 5.4%
 
2 3 2.3%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_taps_RUE
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count5
Unique (%)6.2%
Missing50
Missing (%)38.5%
Infinite0
Infinite (%)0.0%
Mean0.6875
Minimum0.0
Maximum4.0
Zeros43
Zeros (%)33.1%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum4
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9222118431
Coefficient of variation (CV)1.341399045
Kurtosis1.893928332
Mean0.6875
Median Absolute Deviation (MAD)0.7390625
Skewness1.463774907
Sum55
Variance0.8504746835
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 43 33.1%
 
1 25 19.2%
 
2 7 5.4%
 
3 4 3.1%
 
4 1 0.8%
 
(Missing) 50 38.5%
 
ValueCountFrequency (%) 
0 43 33.1%
 
1 25 19.2%
 
2 7 5.4%
 
3 4 3.1%
 
4 1 0.8%
 
ValueCountFrequency (%) 
4 1 0.8%
 
3 4 3.1%
 
2 7 5.4%
 
1 25 19.2%
 
0 43 33.1%
 

updrs_taps_LUE
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count5
Unique (%)6.2%
Missing50
Missing (%)38.5%
Infinite0
Infinite (%)0.0%
Mean0.7375
Minimum0.0
Maximum4.0
Zeros38
Zeros (%)29.2%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile2.05
Maximum4
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9104700414
Coefficient of variation (CV)1.234535649
Kurtosis3.007285913
Mean0.7375
Median Absolute Deviation (MAD)0.700625
Skewness1.58287335
Sum59
Variance0.8289556962
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 38 29.2%
 
1 31 23.8%
 
2 7 5.4%
 
3 2 1.5%
 
4 2 1.5%
 
(Missing) 50 38.5%
 
ValueCountFrequency (%) 
0 38 29.2%
 
1 31 23.8%
 
2 7 5.4%
 
3 2 1.5%
 
4 2 1.5%
 
ValueCountFrequency (%) 
4 2 1.5%
 
3 2 1.5%
 
2 7 5.4%
 
1 31 23.8%
 
0 38 29.2%
 

updrs_hand_RUE
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
51
1
20
2
 
6
3
 
3
ValueCountFrequency (%) 
0 51 39.2%
 
1 20 15.4%
 
2 6 4.6%
 
3 3 2.3%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_hand_LUE
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count5
Unique (%)6.2%
Missing50
Missing (%)38.5%
Infinite0
Infinite (%)0.0%
Mean0.6125
Minimum0.0
Maximum4.0
Zeros44
Zeros (%)33.8%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum4
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.8342926967
Coefficient of variation (CV)1.362110525
Kurtosis3.245052605
Mean0.6125
Median Absolute Deviation (MAD)0.67375
Skewness1.644977035
Sum49
Variance0.6960443038
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 44 33.8%
 
1 27 20.8%
 
2 6 4.6%
 
3 2 1.5%
 
4 1 0.8%
 
(Missing) 50 38.5%
 
ValueCountFrequency (%) 
0 44 33.8%
 
1 27 20.8%
 
2 6 4.6%
 
3 2 1.5%
 
4 1 0.8%
 
ValueCountFrequency (%) 
4 1 0.8%
 
3 2 1.5%
 
2 6 4.6%
 
1 27 20.8%
 
0 44 33.8%
 

updrs_altmove_RUE
Real number (ℝ≥0)

MISSING
ZEROS
Distinct count5
Unique (%)6.2%
Missing50
Missing (%)38.5%
Infinite0
Infinite (%)0.0%
Mean0.4875
Minimum0.0
Maximum4.0
Zeros57
Zeros (%)43.8%
Memory size1.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum4
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9276859737
Coefficient of variation (CV)1.902945587
Kurtosis3.7302982
Mean0.4875
Median Absolute Deviation (MAD)0.6946875
Skewness2.086368037
Sum39
Variance0.8606012658
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 57 43.8%
 
1 14 10.8%
 
3 5 3.8%
 
2 3 2.3%
 
4 1 0.8%
 
(Missing) 50 38.5%
 
ValueCountFrequency (%) 
0 57 43.8%
 
1 14 10.8%
 
2 3 2.3%
 
3 5 3.8%
 
4 1 0.8%
 
ValueCountFrequency (%) 
4 1 0.8%
 
3 5 3.8%
 
2 3 2.3%
 
1 14 10.8%
 
0 57 43.8%
 

updrs_altmove_LUE
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
44
1
22
2
9
3
 
5
ValueCountFrequency (%) 
0 44 33.8%
 
1 22 16.9%
 
2 9 6.9%
 
3 5 3.8%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_leg_RLE
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
57
1
16
2
 
6
3
 
1
ValueCountFrequency (%) 
0 57 43.8%
 
1 16 12.3%
 
2 6 4.6%
 
3 1 0.8%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_leg_LLE
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
51
1
18
2
 
10
3
 
1
ValueCountFrequency (%) 
0 51 39.2%
 
1 18 13.8%
 
2 10 7.7%
 
3 1 0.8%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_rise_chair
Boolean

MISSING
Distinct count2
Unique (%)2.5%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
69
1
 
11
(Missing)
50
ValueCountFrequency (%) 
0 69 53.1%
 
1 11 8.5%
 
(Missing) 50 38.5%
 

updrs_posture
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
44
1
23
2
9
3
 
4
ValueCountFrequency (%) 
0 44 33.8%
 
1 23 17.7%
 
2 9 6.9%
 
3 4 3.1%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

updrs_gait
Categorical

MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
51
1
27
2
 
2
ValueCountFrequency (%) 
0 51 39.2%
 
1 27 20.8%
 
2 2 1.5%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_post_stab
Categorical

HIGH CORRELATION
MISSING
Distinct count3
Unique (%)3.8%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
60
1
19
2
 
1
ValueCountFrequency (%) 
0 60 46.2%
 
1 19 14.6%
 
2 1 0.8%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 3 50.0%
 
Lowercase_Letter 2 33.3%
 
Other_Punctuation 1 16.7%
 
ValueCountFrequency (%) 
Common 4 66.7%
 
Latin 2 33.3%
 
ValueCountFrequency (%) 
ASCII 6 100.0%
 

updrs_brady_hypo
Categorical

MISSING
Distinct count4
Unique (%)5.0%
Missing50
Missing (%)38.5%
Memory size1.1 KiB
0
57
1
14
2
 
7
3
 
2
ValueCountFrequency (%) 
0 57 43.8%
 
1 14 10.8%
 
2 7 5.4%
 
3 2 1.5%
 
(Missing) 50 38.5%
 

Length

Max length3
Mean length3
Min length3
ValueCountFrequency (%) 
Decimal_Number 4 57.1%
 
Lowercase_Letter 2 28.6%
 
Other_Punctuation 1 14.3%
 
ValueCountFrequency (%) 
Common 5 71.4%
 
Latin 2 28.6%
 
ValueCountFrequency (%) 
ASCII 7 100.0%
 

pass_est
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5511481440665325
Minimum1.4455516892905345
Maximum1.5744897042371222
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum1.445551689
5-th percentile1.514547664
Q11.545984859
median1.555850371
Q31.562682227
95-th percentile1.570196462
Maximum1.574489704
Range0.1289380149
Interquartile range (IQR)0.01669736807

Descriptive statistics

Standard deviation0.01982003087
Coefficient of variation (CV)0.0127776518
Kurtosis9.397504815
Mean1.551148144
Median Absolute Deviation (MAD)0.01279609024
Skewness-2.672398306
Sum201.6492587
Variance0.0003928336239
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.44555169 1.5396604 1.55401542 1.56505227 1.5744897 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.558697842 1 0.8%
 
1.561037781 1 0.8%
 
1.543010717 1 0.8%
 
1.541353767 1 0.8%
 
1.559322518 1 0.8%
 
1.560293745 1 0.8%
 
1.556568871 1 0.8%
 
1.558749858 1 0.8%
 
1.526699803 1 0.8%
 
1.552976954 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
1.445551689 1 0.8%
 
1.467654882 1 0.8%
 
1.479597356 1 0.8%
 
1.4850122 1 0.8%
 
1.500809361 1 0.8%
 
ValueCountFrequency (%) 
1.574489704 1 0.8%
 
1.573890808 1 0.8%
 
1.57337228 1 0.8%
 
1.573177073 1 0.8%
 
1.572575719 1 0.8%
 

pass_rst
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean327.3005462447156
Minimum139.69588099012236
Maximum457.30959760369626
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum139.695881
5-th percentile254.9809096
Q1297.2097357
median335.61979
Q3358.4717878
95-th percentile398.6427474
Maximum457.3095976
Range317.6137166
Interquartile range (IQR)61.2620521

Descriptive statistics

Standard deviation47.42034595
Coefficient of variation (CV)0.1448831861
Kurtosis1.519788782
Mean327.3005462
Median Absolute Deviation (MAD)36.71133143
Skewness-0.4388484157
Sum42549.07101
Variance2248.68921
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[139.69588099 263.25318614 335.61979002 361.810514 403.54623771 457.3095976 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
298.8877765 1 0.8%
 
394.8395878 1 0.8%
 
309.2869848 1 0.8%
 
337.9724778 1 0.8%
 
269.4952037 1 0.8%
 
338.9817051 1 0.8%
 
139.695881 1 0.8%
 
391.7836761 1 0.8%
 
269.6272926 1 0.8%
 
388.2693612 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
139.695881 1 0.8%
 
210.8924377 1 0.8%
 
215.4709446 1 0.8%
 
232.1678516 1 0.8%
 
233.6788568 1 0.8%
 
ValueCountFrequency (%) 
457.3095976 1 0.8%
 
448.6035712 1 0.8%
 
417.1737359 1 0.8%
 
404.1172629 1 0.8%
 
402.9752125 1 0.8%
 

pass_ast
Real number (ℝ)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.929840057313228
Minimum-20.318328142721928
Maximum43.36510942145319
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum-20.31832814
5-th percentile-10.21538913
Q13.519207697
median11.30945525
Q317.84403717
95-th percentile32.93096436
Maximum43.36510942
Range63.68343756
Interquartile range (IQR)14.32482948

Descriptive statistics

Standard deviation12.15162256
Coefficient of variation (CV)1.111784115
Kurtosis0.3174077071
Mean10.92984006
Median Absolute Deviation (MAD)9.301498743
Skewness0.0182899834
Sum1420.879207
Variance147.6619307
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-20.31832814 -2.9693796 24.24751312 43.36510942], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
19.57379004 1 0.8%
 
16.59484568 1 0.8%
 
17.368398 1 0.8%
 
8.914495706 1 0.8%
 
2.474003362 1 0.8%
 
36.80924239 1 0.8%
 
14.89406463 1 0.8%
 
-12.48877772 1 0.8%
 
-13.66286349 1 0.8%
 
19.00606306 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
-20.31832814 1 0.8%
 
-17.40310275 1 0.8%
 
-15.82328987 1 0.8%
 
-13.66286349 1 0.8%
 
-12.8393002 1 0.8%
 
ValueCountFrequency (%) 
43.36510942 1 0.8%
 
40.07376054 1 0.8%
 
38.15181062 1 0.8%
 
37.62153846 1 0.8%
 
36.80924239 1 0.8%
 

pass_dpi
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean166.65877922881538
Minimum96.30202459273188
Maximum388.02753623188414
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum96.30202459
5-th percentile117.2495159
Q1138.2271048
median156.0460486
Q3184.83822
95-th percentile244.333
Maximum388.0275362
Range291.7255116
Interquartile range (IQR)46.61111526

Descriptive statistics

Standard deviation46.45844201
Coefficient of variation (CV)0.2787638445
Kurtosis7.738101709
Mean166.6587792
Median Absolute Deviation (MAD)32.50112152
Skewness2.238991853
Sum21665.6413
Variance2158.386834
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 96.30202459 116.91615762 190.86447483 253.51807561 388.02753623], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
153.1299751 1 0.8%
 
141.6183255 1 0.8%
 
146.6827593 1 0.8%
 
144.5738636 1 0.8%
 
138.7333624 1 0.8%
 
227.1175854 1 0.8%
 
359.7650815 1 0.8%
 
141.4029431 1 0.8%
 
219.9630754 1 0.8%
 
245.29015 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
96.30202459 1 0.8%
 
104.933947 1 0.8%
 
108.7759637 1 0.8%
 
111.3357399 1 0.8%
 
111.788823 1 0.8%
 
ValueCountFrequency (%) 
388.0275362 1 0.8%
 
376.8347914 1 0.8%
 
359.7650815 1 0.8%
 
256.6234756 1 0.8%
 
250.4126756 1 0.8%
 

pass_dvi
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean285.7498049093429
Minimum196.79671926910308
Maximum662.7826923076923
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum196.7967193
5-th percentile228.8062289
Q1256.6248476
median275.631233
Q3304.3458467
95-th percentile356.5715011
Maximum662.7826923
Range465.985973
Interquartile range (IQR)47.72099906

Descriptive statistics

Standard deviation51.60425246
Coefficient of variation (CV)0.1805924329
Kurtosis21.37201846
Mean285.7498049
Median Absolute Deviation (MAD)34.02909501
Skewness3.29652049
Sum37147.47464
Variance2662.998872
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[196.79671927 243.76422484 304.20966143 365.45178082 662.78269231], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
228.2211538 1 0.8%
 
295.7873157 1 0.8%
 
270.1710526 1 0.8%
 
253.4988739 1 0.8%
 
256.015411 1 0.8%
 
335.4058316 1 0.8%
 
310.3846301 1 0.8%
 
196.7967193 1 0.8%
 
243.0463068 1 0.8%
 
252.9507587 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
196.7967193 1 0.8%
 
200.875 1 0.8%
 
213.5221335 1 0.8%
 
218.5771944 1 0.8%
 
220.6009036 1 0.8%
 
ValueCountFrequency (%) 
662.7826923 1 0.8%
 
417.7841963 1 0.8%
 
414.3857178 1 0.8%
 
366.035 1 0.8%
 
364.8685616 1 0.8%
 

pass_gvi
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.26264029585418
Minimum13.716711059924467
Maximum109.49697460243759
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum13.71671106
5-th percentile29.20188998
Q142.71671406
median52.67369382
Q362.94273733
95-th percentile77.21032139
Maximum109.4969746
Range95.78026354
Interquartile range (IQR)20.22602327

Descriptive statistics

Standard deviation15.60636833
Coefficient of variation (CV)0.2930077864
Kurtosis0.7038719259
Mean53.2626403
Median Absolute Deviation (MAD)12.29179924
Skewness0.3699724491
Sum6924.143238
Variance243.5587324
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 13.71671106 33.55124491 79.62068158 109.4969746 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
56.42807221 1 0.8%
 
43.42057499 1 0.8%
 
59.33171776 1 0.8%
 
50.67902248 1 0.8%
 
34.28021002 1 0.8%
 
44.11613109 1 0.8%
 
47.16998798 1 0.8%
 
75.91319497 1 0.8%
 
61.21894295 1 0.8%
 
29.65378915 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
13.71671106 1 0.8%
 
20.52124595 1 0.8%
 
21.08923524 1 0.8%
 
23.30971592 1 0.8%
 
26.69971652 1 0.8%
 
ValueCountFrequency (%) 
109.4969746 1 0.8%
 
94.53072118 1 0.8%
 
88.23043531 1 0.8%
 
79.77888991 1 0.8%
 
79.46247326 1 0.8%
 

pass_dus
Real number (ℝ≥0)

Distinct count93
Unique (%)71.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.61346153846151
Minimum17.875000000000085
Maximum63.99999999999917
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum17.875
5-th percentile20.125
Q124.625
median28.5625
Q334.75
95-th percentile47.74375
Maximum64
Range46.125
Interquartile range (IQR)10.125

Descriptive statistics

Standard deviation8.55079791
Coefficient of variation (CV)0.2793149641
Kurtosis1.20364331
Mean30.61346154
Median Absolute Deviation (MAD)6.701005917
Skewness1.164816065
Sum3979.75
Variance73.1161449
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[17.875 21.25 21.25 22.375 22.375 ... 42.625 42.625 50.5 50.5 64. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
24.625 7 5.4%
 
20.125 6 4.6%
 
26.875 5 3.8%
 
29.125 5 3.8%
 
22.375 4 3.1%
 
24.625 3 2.3%
 
26.875 3 2.3%
 
34.75 2 1.5%
 
31.375 2 1.5%
 
29.125 2 1.5%
 
Other values (83) 91 70.0%
 
ValueCountFrequency (%) 
17.875 1 0.8%
 
20.125 1 0.8%
 
20.125 6 4.6%
 
21.25 1 0.8%
 
21.25 1 0.8%
 
ValueCountFrequency (%) 
64 1 0.8%
 
51.625 1 0.8%
 
50.5 1 0.8%
 
50.5 1 0.8%
 
50.5 1 0.8%
 

pass_duf
Real number (ℝ)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.6028224661679982
Minimum-12.590935436843916
Maximum5.8254884264365625
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum-12.59093544
5-th percentile-6.36948176
Q1-2.977453876
median-1.271305608
Q30.1222968482
95-th percentile2.289529191
Maximum5.825488426
Range18.41642386
Interquartile range (IQR)3.099750725

Descriptive statistics

Standard deviation2.805822481
Coefficient of variation (CV)-1.750551006
Kurtosis2.22115125
Mean-1.602822466
Median Absolute Deviation (MAD)2.07656934
Skewness-0.8355527399
Sum-208.3669206
Variance7.872639792
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-12.59093544 -6.66651643 -3.04534832 1.37440374 5.82548843], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5.825488426 1 0.8%
 
-0.8931545202 1 0.8%
 
-0.9727023641 1 0.8%
 
-3.964976542 1 0.8%
 
-6.035323539 1 0.8%
 
-0.823403324 1 0.8%
 
-1.157375466 1 0.8%
 
-5.017214801 1 0.8%
 
-1.745016781 1 0.8%
 
0.8353950506 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
-12.59093544 1 0.8%
 
-11.26958517 1 0.8%
 
-8.685477408 1 0.8%
 
-8.238244696 1 0.8%
 
-6.670017751 1 0.8%
 
ValueCountFrequency (%) 
5.825488426 1 0.8%
 
5.013372597 1 0.8%
 
2.971457334 1 0.8%
 
2.940013081 1 0.8%
 
2.656784465 1 0.8%
 

pass_rlr
Real number (ℝ)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-22.258837394386703
Minimum-30.482710510764555
Maximum-15.044123902281205
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum-30.48271051
5-th percentile-28.16011896
Q1-24.1541001
median-22.5535482
Q3-20.27043036
95-th percentile-16.60506701
Maximum-15.0441239
Range15.43858661
Interquartile range (IQR)3.88366974

Descriptive statistics

Standard deviation3.297198796
Coefficient of variation (CV)-0.1481298748
Kurtosis-0.1411134528
Mean-22.25883739
Median Absolute Deviation (MAD)2.535882991
Skewness0.008425637793
Sum-2893.648861
Variance10.8715199
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-30.48271051 -24.99910974 -20.62466359 -15.0441239 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-20.07548509 1 0.8%
 
-27.46123699 1 0.8%
 
-24.59044984 1 0.8%
 
-22.11684899 1 0.8%
 
-22.79909326 1 0.8%
 
-21.79693717 1 0.8%
 
-15.0441239 1 0.8%
 
-25.41374476 1 0.8%
 
-18.32907869 1 0.8%
 
-20.25363538 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
-30.48271051 1 0.8%
 
-29.66664793 1 0.8%
 
-29.11360559 1 0.8%
 
-28.5019846 1 0.8%
 
-28.49707701 1 0.8%
 
ValueCountFrequency (%) 
-15.0441239 1 0.8%
 
-15.27124306 1 0.8%
 
-15.31589042 1 0.8%
 
-15.39175741 1 0.8%
 
-16.24040384 1 0.8%
 

pass_pir
Real number (ℝ≥0)

Distinct count35
Unique (%)26.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.571153846153846
Minimum1.0
Maximum18.5
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum1
5-th percentile3
Q14
median5.25
Q36.5
95-th percentile9.3875
Maximum18.5
Range17.5
Interquartile range (IQR)2.5

Descriptive statistics

Standard deviation2.417281654
Coefficient of variation (CV)0.4338924613
Kurtosis9.100223011
Mean5.571153846
Median Absolute Deviation (MAD)1.641952663
Skewness2.154049097
Sum724.25
Variance5.843250596
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1. 2.875 5.625 9.875 18.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5.5 15 11.5%
 
4.5 13 10.0%
 
5 11 8.5%
 
4 10 7.7%
 
3.5 6 4.6%
 
3 5 3.8%
 
5.25 5 3.8%
 
6.75 5 3.8%
 
8 5 3.8%
 
7 4 3.1%
 
Other values (25) 51 39.2%
 
ValueCountFrequency (%) 
1 2 1.5%
 
1.5 1 0.8%
 
2 1 0.8%
 
2.5 1 0.8%
 
2.75 1 0.8%
 
ValueCountFrequency (%) 
18.5 1 0.8%
 
17.25 1 0.8%
 
10 2 1.5%
 
9.75 1 0.8%
 
9.5 2 1.5%
 

pass_rsr
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.092132803260338
Minimum5.223398618108998
Maximum40.22207215749944
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum5.223398618
5-th percentile10.07351042
Q115.30829076
median17.80528064
Q321.11872994
95-th percentile24.59489965
Maximum40.22207216
Range34.99867354
Interquartile range (IQR)5.810439178

Descriptive statistics

Standard deviation5.125082189
Coefficient of variation (CV)0.2832768389
Kurtosis2.731115355
Mean18.0921328
Median Absolute Deviation (MAD)3.819097121
Skewness0.6029796209
Sum2351.977264
Variance26.26646744
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 5.22339862 13.43975446 24.58543691 40.22207216], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
14.51022556 1 0.8%
 
13.45886338 1 0.8%
 
17.70423229 1 0.8%
 
22.65606879 1 0.8%
 
19.26827467 1 0.8%
 
12.91566842 1 0.8%
 
16.25508688 1 0.8%
 
9.530714429 1 0.8%
 
19.270283 1 0.8%
 
18.13011258 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
5.223398618 1 0.8%
 
5.75559792 1 0.8%
 
6.614875774 1 0.8%
 
8.86817489 1 0.8%
 
9.530714429 1 0.8%
 
ValueCountFrequency (%) 
40.22207216 1 0.8%
 
35.02568627 1 0.8%
 
29.16080399 1 0.8%
 
28.85281342 1 0.8%
 
27.06781356 1 0.8%
 

pass_lre
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean134.62462113517205
Minimum9.991459627328881
Maximum441.349999999999
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum9.991459627
5-th percentile55.71473214
Q189.45803571
median124.7
Q3167.0234375
95-th percentile230.58125
Maximum441.35
Range431.3585404
Interquartile range (IQR)77.56540179

Descriptive statistics

Standard deviation63.37136757
Coefficient of variation (CV)0.470726432
Kurtosis5.143702058
Mean134.6246211
Median Absolute Deviation (MAD)46.14177015
Skewness1.654077808
Sum17501.20075
Variance4015.930228
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 9.99145963 65.19642857 199.8125 441.35 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
69.96875 1 0.8%
 
111.7596154 1 0.8%
 
67.25 1 0.8%
 
117.2321429 1 0.8%
 
101.2142857 1 0.8%
 
74.91071429 1 0.8%
 
129.2589286 1 0.8%
 
157.7068182 1 0.8%
 
148.4107143 1 0.8%
 
83.92727273 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
9.991459627 1 0.8%
 
42.3125 1 0.8%
 
42.55357143 1 0.8%
 
44.125 1 0.8%
 
53.375 1 0.8%
 
ValueCountFrequency (%) 
441.35 1 0.8%
 
372.1625 1 0.8%
 
324.575 1 0.8%
 
308 1 0.8%
 
288.375 1 0.8%
 

mono_est
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.555706150398751
Minimum1.5119631575285315
Maximum1.5761984841295114
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum1.511963158
5-th percentile1.530021795
Q11.550664792
median1.558389821
Q31.564259536
95-th percentile1.573022419
Maximum1.576198484
Range0.0642353266
Interquartile range (IQR)0.01359474436

Descriptive statistics

Standard deviation0.01335412121
Coefficient of variation (CV)0.008583961183
Kurtosis1.874555123
Mean1.55570615
Median Absolute Deviation (MAD)0.009856242238
Skewness-1.296809381
Sum202.2417996
Variance0.0001783325532
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.51196316 1.53506445 1.55361992 1.56913676 1.57619848], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.573751147 1 0.8%
 
1.559537436 1 0.8%
 
1.540796326 1 0.8%
 
1.550099857 1 0.8%
 
1.564400429 1 0.8%
 
1.550828949 1 0.8%
 
1.565909563 1 0.8%
 
1.558021073 1 0.8%
 
1.552967569 1 0.8%
 
1.514330676 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
1.511963158 1 0.8%
 
1.512290956 1 0.8%
 
1.514330676 1 0.8%
 
1.515120976 1 0.8%
 
1.517564472 1 0.8%
 
ValueCountFrequency (%) 
1.576198484 1 0.8%
 
1.575058556 1 0.8%
 
1.575052102 1 0.8%
 
1.573804891 1 0.8%
 
1.573751147 1 0.8%
 

mono_rst
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean288.3117401896742
Minimum111.97955519035558
Maximum411.7138588183584
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum111.9795552
5-th percentile201.1077014
Q1257.6619802
median285.9000117
Q3328.5687568
95-th percentile368.8791105
Maximum411.7138588
Range299.7343036
Interquartile range (IQR)70.90677662

Descriptive statistics

Standard deviation52.8855095
Coefficient of variation (CV)0.1834316891
Kurtosis0.5658805562
Mean288.3117402
Median Absolute Deviation (MAD)41.06070074
Skewness-0.2997685946
Sum37480.52622
Variance2796.877115
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[111.97955519 228.98116277 349.69410914 411.71385882], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
336.679477 1 0.8%
 
267.9641229 1 0.8%
 
244.6463314 1 0.8%
 
253.3418199 1 0.8%
 
302.0676303 1 0.8%
 
111.9795552 1 0.8%
 
411.7138588 1 0.8%
 
358.8235538 1 0.8%
 
273.2243075 1 0.8%
 
273.4315283 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
111.9795552 1 0.8%
 
143.6219755 1 0.8%
 
170.1503001 1 0.8%
 
174.4941549 1 0.8%
 
180.5044993 1 0.8%
 
ValueCountFrequency (%) 
411.7138588 1 0.8%
 
399.6483856 1 0.8%
 
393.4407965 1 0.8%
 
390.0719324 1 0.8%
 
383.7830733 1 0.8%
 

mono_ast
Real number (ℝ)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.5739616458064811
Minimum-17.872977542080893
Maximum14.636141137646616
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum-17.87297754
5-th percentile-5.89468442
Q1-1.526491193
median1.270417173
Q34.686126808
95-th percentile9.796862366
Maximum14.63614114
Range32.50911868
Interquartile range (IQR)6.212618

Descriptive statistics

Standard deviation5.005442655
Coefficient of variation (CV)3.180155418
Kurtosis1.29094093
Mean1.573961646
Median Absolute Deviation (MAD)3.822976945
Skewness-0.2334888755
Sum204.615014
Variance25.05445618
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-17.87297754 -6.57465064 -3.21432657 5.55463381 14.63614114], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.6235958223 1 0.8%
 
0.440764438 1 0.8%
 
1.395493464 1 0.8%
 
-1.974382777 1 0.8%
 
-3.175174596 1 0.8%
 
5.302604998 1 0.8%
 
2.700211375 1 0.8%
 
6.350815685 1 0.8%
 
5.094970684 1 0.8%
 
-7.023469555 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
-17.87297754 1 0.8%
 
-11.1841819 1 0.8%
 
-9.094008357 1 0.8%
 
-7.023469555 1 0.8%
 
-6.125831724 1 0.8%
 
ValueCountFrequency (%) 
14.63614114 1 0.8%
 
13.37805431 1 0.8%
 
11.76668405 1 0.8%
 
11.65198196 1 0.8%
 
11.0370943 1 0.8%
 

mono_dpi
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean229.06330481889924
Minimum116.98460144927532
Maximum610.9879032258058
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum116.9846014
5-th percentile138.5168591
Q1176.7313581
median212.6164062
Q3263.3388844
95-th percentile391.1216827
Maximum610.9879032
Range494.0033018
Interquartile range (IQR)86.60752633

Descriptive statistics

Standard deviation79.68854665
Coefficient of variation (CV)0.3478887494
Kurtosis4.016102515
Mean229.0633048
Median Absolute Deviation (MAD)58.93053621
Skewness1.600436483
Sum29778.22963
Variance6350.264468
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[116.98460145 301.27021096 610.98790323], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
142.087037 1 0.8%
 
210.6227599 1 0.8%
 
234.970546 1 0.8%
 
201.2794471 1 0.8%
 
225.0743802 1 0.8%
 
116.9846014 1 0.8%
 
283.7667254 1 0.8%
 
151.1685083 1 0.8%
 
227.2407407 1 0.8%
 
199.0940126 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
116.9846014 1 0.8%
 
117.7577751 1 0.8%
 
128.8680556 1 0.8%
 
130.055203 1 0.8%
 
131.6042714 1 0.8%
 
ValueCountFrequency (%) 
610.9879032 1 0.8%
 
459.8217391 1 0.8%
 
453.0412234 1 0.8%
 
433.2453125 1 0.8%
 
416.890625 1 0.8%
 

mono_dvi
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean321.38562606868993
Minimum211.45814087759837
Maximum799.5486842105262
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum211.4581409
5-th percentile242.1208653
Q1277.9308036
median311.9110577
Q3347.9530464
95-th percentile402.8564683
Maximum799.5486842
Range588.0905433
Interquartile range (IQR)70.02224283

Descriptive statistics

Standard deviation72.99120518
Coefficient of variation (CV)0.2271140937
Kurtosis17.21658943
Mean321.3856261
Median Absolute Deviation (MAD)45.71841896
Skewness3.241527733
Sum41780.13139
Variance5327.716034
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[211.45814088 255.67797377 360.25411242 402.41815299 799.54868421], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
288.2072785 1 0.8%
 
278.2321429 1 0.8%
 
359.5535714 1 0.8%
 
406.801306 1 0.8%
 
358.0696108 1 0.8%
 
330.7517606 1 0.8%
 
379.921875 1 0.8%
 
671.1826923 1 0.8%
 
235.165 1 0.8%
 
358.5230687 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
211.4581409 1 0.8%
 
215.9487705 1 0.8%
 
235.165 1 0.8%
 
237.97101 1 0.8%
 
239.3029661 1 0.8%
 
ValueCountFrequency (%) 
799.5486842 1 0.8%
 
671.1826923 1 0.8%
 
518.6434564 1 0.8%
 
480.3365385 1 0.8%
 
439.8047297 1 0.8%
 

mono_gvi
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean45.09003776500098
Minimum14.683688868948078
Maximum74.15506013214812
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum14.68368887
5-th percentile24.7242708
Q136.98488502
median44.42124676
Q353.53181872
95-th percentile64.86064045
Maximum74.15506013
Range59.47137126
Interquartile range (IQR)16.5469337

Descriptive statistics

Standard deviation12.52182954
Coefficient of variation (CV)0.2777072312
Kurtosis-0.2475184233
Mean45.09003777
Median Absolute Deviation (MAD)10.10064479
Skewness-0.00422123352
Sum5861.704909
Variance156.7962151
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[14.68368887 34.56979623 59.29922506 74.15506013], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
62.9962596 1 0.8%
 
43.72105964 1 0.8%
 
49.00691964 1 0.8%
 
48.08581468 1 0.8%
 
57.27668766 1 0.8%
 
53.0984747 1 0.8%
 
44.5581131 1 0.8%
 
51.5843773 1 0.8%
 
26.4389188 1 0.8%
 
72.96353734 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
14.68368887 1 0.8%
 
16.62049861 1 0.8%
 
18.18181818 1 0.8%
 
18.68523866 1 0.8%
 
21.76063304 1 0.8%
 
ValueCountFrequency (%) 
74.15506013 1 0.8%
 
72.96353734 1 0.8%
 
72.56389288 1 0.8%
 
71.31512015 1 0.8%
 
68.64524311 1 0.8%
 

mono_dus
Real number (ℝ≥0)

Distinct count41
Unique (%)31.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.91346153846131
Minimum13.374999999999915
Maximum58.374999999998074
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum13.375
5-th percentile17.875
Q122.375
median26.875
Q331.375
95-th percentile40.375
Maximum58.375
Range45
Interquartile range (IQR)9

Descriptive statistics

Standard deviation7.647608276
Coefficient of variation (CV)0.2739756323
Kurtosis1.986912944
Mean27.91346154
Median Absolute Deviation (MAD)5.897928994
Skewness1.186100906
Sum3628.75
Variance58.48591234
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[13.375 17.875 22.375 22.375 22.375 ... 31.375 35.875 35.875 41.5 58.375], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
31.375 17 13.1%
 
22.375 12 9.2%
 
17.875 9 6.9%
 
26.875 7 5.4%
 
22.375 7 5.4%
 
22.375 6 4.6%
 
35.875 5 3.8%
 
26.875 5 3.8%
 
40.375 5 3.8%
 
49.375 4 3.1%
 
Other values (31) 53 40.8%
 
ValueCountFrequency (%) 
13.375 1 0.8%
 
17.875 1 0.8%
 
17.875 9 6.9%
 
20.125 3 2.3%
 
22.375 3 2.3%
 
ValueCountFrequency (%) 
58.375 1 0.8%
 
49.375 4 3.1%
 
42.625 1 0.8%
 
40.375 5 3.8%
 
35.875 5 3.8%
 

mono_duf
Real number (ℝ)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.045947396339661196
Minimum-1.4173188202505946
Maximum1.9163358491063809
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum-1.41731882
5-th percentile-0.845495176
Q1-0.3502954602
median0.03386789081
Q30.4275321563
95-th percentile1.077483583
Maximum1.916335849
Range3.333654669
Interquartile range (IQR)0.7778276165

Descriptive statistics

Standard deviation0.5922959041
Coefficient of variation (CV)12.89073922
Kurtosis0.2254861173
Mean0.04594739634
Median Absolute Deviation (MAD)0.466042046
Skewness0.3045943253
Sum5.973161524
Variance0.350814438
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-1.41731882 -0.88763247 0.80270384 1.91633585], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.5003758866 1 0.8%
 
1.248685604 1 0.8%
 
-0.2445188071 1 0.8%
 
0.1543536133 1 0.8%
 
0.6277978266 1 0.8%
 
-0.6208606317 1 0.8%
 
0.1738759901 1 0.8%
 
-0.4833121432 1 0.8%
 
-0.338440568 1 0.8%
 
0.1273788456 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
-1.41731882 1 0.8%
 
-1.087973467 1 0.8%
 
-1.002559288 1 0.8%
 
-0.9548671881 1 0.8%
 
-0.9178206407 1 0.8%
 
ValueCountFrequency (%) 
1.916335849 1 0.8%
 
1.48782167 1 0.8%
 
1.487434606 1 0.8%
 
1.32277486 1 0.8%
 
1.248685604 1 0.8%
 

mono_rlr
Real number (ℝ)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-20.033168085278263
Minimum-27.309568753115816
Maximum-8.855366459821493
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum-27.30956875
5-th percentile-24.86718578
Q1-22.20255269
median-20.39071688
Q3-17.88491049
95-th percentile-13.8172374
Maximum-8.85536646
Range18.45420229
Interquartile range (IQR)4.3176422

Descriptive statistics

Standard deviation3.298632821
Coefficient of variation (CV)-0.1646585706
Kurtosis1.111773212
Mean-20.03316809
Median Absolute Deviation (MAD)2.507851497
Skewness0.7430276482
Sum-2604.311851
Variance10.88097849
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-27.30956875 -24.22348665 -15.6253994 -8.85536646], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-23.05727431 1 0.8%
 
-22.34086342 1 0.8%
 
-21.26940426 1 0.8%
 
-18.4920329 1 0.8%
 
-17.87505066 1 0.8%
 
-20.26838727 1 0.8%
 
-19.66549232 1 0.8%
 
-20.51547265 1 0.8%
 
-12.45959543 1 0.8%
 
-17.27868486 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
-27.30956875 1 0.8%
 
-26.54004284 1 0.8%
 
-25.78633574 1 0.8%
 
-25.41263828 1 0.8%
 
-25.14221068 1 0.8%
 
ValueCountFrequency (%) 
-8.85536646 1 0.8%
 
-9.270998741 1 0.8%
 
-11.80738115 1 0.8%
 
-12.45959543 1 0.8%
 
-12.77950546 1 0.8%
 

mono_pir
Real number (ℝ≥0)

Distinct count14
Unique (%)10.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.457692307692308
Minimum1.5
Maximum13.5
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum1.5
5-th percentile2
Q13
median4
Q35
95-th percentile7
Maximum13.5
Range12
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.791490021
Coefficient of variation (CV)0.4018873213
Kurtosis4.921787864
Mean4.457692308
Median Absolute Deviation (MAD)1.331360947
Skewness1.52942326
Sum579.5
Variance3.209436494
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1.5 2.5 3.25 3.75 4.25 4.75 5.25 7.5 13.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 28 21.5%
 
5 26 20.0%
 
4 26 20.0%
 
6 16 12.3%
 
2 11 8.5%
 
7 6 4.6%
 
4.5 5 3.8%
 
3.5 4 3.1%
 
8 2 1.5%
 
9 2 1.5%
 
Other values (4) 4 3.1%
 
ValueCountFrequency (%) 
1.5 1 0.8%
 
2 11 8.5%
 
3 28 21.5%
 
3.5 4 3.1%
 
4 26 20.0%
 
ValueCountFrequency (%) 
13.5 1 0.8%
 
10.5 1 0.8%
 
9 2 1.5%
 
8 2 1.5%
 
7 6 4.6%
 

mono_rsr
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.44703114204855
Minimum8.205128205128204
Maximum28.875654214040903
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum8.205128205
5-th percentile10.92425113
Q114.57396041
median17.58458123
Q319.89154263
95-th percentile24.58149206
Maximum28.87565421
Range20.67052601
Interquartile range (IQR)5.317582227

Descriptive statistics

Standard deviation4.069951519
Coefficient of variation (CV)0.2332747323
Kurtosis0.007072130673
Mean17.44703114
Median Absolute Deviation (MAD)3.21721298
Skewness0.211955614
Sum2268.114048
Variance16.56450537
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 8.20512821 13.20186692 21.92988389 28.87565421], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
13.11690441 1 0.8%
 
15.49937034 1 0.8%
 
14.54809965 1 0.8%
 
12.9387029 1 0.8%
 
17.52080596 1 0.8%
 
15.74648165 1 0.8%
 
9.764433053 1 0.8%
 
18.85902876 1 0.8%
 
14.43782711 1 0.8%
 
20.12578616 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
8.205128205 1 0.8%
 
8.995333671 1 0.8%
 
9.24000924 1 0.8%
 
9.576824086 1 0.8%
 
9.764433053 1 0.8%
 
ValueCountFrequency (%) 
28.87565421 1 0.8%
 
27.49140893 1 0.8%
 
26.4288074 1 0.8%
 
25.86485613 1 0.8%
 
25.2764613 1 0.8%
 

mono_lre
Real number (ℝ≥0)

UNIQUE
Distinct count130
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean145.20164317500624
Minimum14.719594594593644
Maximum593.4821428571435
Zeros0
Zeros (%)0.0%
Memory size1.1 KiB

Quantile statistics

Minimum14.71959459
5-th percentile51.15855263
Q190.57112069
median127.475
Q3176.5983542
95-th percentile298.9565
Maximum593.4821429
Range578.7625483
Interquartile range (IQR)86.02723354

Descriptive statistics

Standard deviation85.26729332
Coefficient of variation (CV)0.5872336666
Kurtosis7.790177062
Mean145.2016432
Median Absolute Deviation (MAD)59.07408359
Skewness2.196820751
Sum18876.21361
Variance7270.511311
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 14.71959459 67.9775641 155.725 264.13793103 593.48214286], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
215.7875 1 0.8%
 
101.9671053 1 0.8%
 
99.85080645 1 0.8%
 
522.35 1 0.8%
 
55.25 1 0.8%
 
365.4008621 1 0.8%
 
218.8486842 1 0.8%
 
74.725 1 0.8%
 
39.56617647 1 0.8%
 
104.075 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
14.71959459 1 0.8%
 
33.125 1 0.8%
 
39.56617647 1 0.8%
 
44.33088235 1 0.8%
 
49.4375 1 0.8%
 
ValueCountFrequency (%) 
593.4821429 1 0.8%
 
522.35 1 0.8%
 
365.4008621 1 0.8%
 
348.0808824 1 0.8%
 
323.4821429 1 0.8%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

statusagegenderfam_histonset_agedurationdepress_medbenz_medclonazepamhy_scaleupdrs_totalupdrs_speechupdrs_face_expupdrs_tremor_rest_headupdrs_trem_rest_RUEupdrs_trem_rest_LUEupdrs_trem_rest_RLEupdrs_trem_rest_LLEupdrs_trem_act_RUEupdrs_trem_act_LUEupdrs_rig_neckupdrs_rig_RUEupdrs_rig_LUEupdrs_rig_RLEupdrs_rig_LLEupdrs_taps_RUEupdrs_taps_LUEupdrs_hand_RUEupdrs_hand_LUEupdrs_altmove_RUEupdrs_altmove_LUEupdrs_leg_RLEupdrs_leg_LLEupdrs_rise_chairupdrs_postureupdrs_gaitupdrs_post_stabupdrs_brady_hypopass_estpass_rstpass_astpass_dpipass_dvipass_gvipass_duspass_dufpass_rlrpass_pirpass_rsrpass_lremono_estmono_rstmono_astmono_dpimono_dvimono_gvimono_dusmono_dufmono_rlrmono_pirmono_rsrmono_lre
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Last rows

statusagegenderfam_histonset_agedurationdepress_medbenz_medclonazepamhy_scaleupdrs_totalupdrs_speechupdrs_face_expupdrs_tremor_rest_headupdrs_trem_rest_RUEupdrs_trem_rest_LUEupdrs_trem_rest_RLEupdrs_trem_rest_LLEupdrs_trem_act_RUEupdrs_trem_act_LUEupdrs_rig_neckupdrs_rig_RUEupdrs_rig_LUEupdrs_rig_RLEupdrs_rig_LLEupdrs_taps_RUEupdrs_taps_LUEupdrs_hand_RUEupdrs_hand_LUEupdrs_altmove_RUEupdrs_altmove_LUEupdrs_leg_RLEupdrs_leg_LLEupdrs_rise_chairupdrs_postureupdrs_gaitupdrs_post_stabupdrs_brady_hypopass_estpass_rstpass_astpass_dpipass_dvipass_gvipass_duspass_dufpass_rlrpass_pirpass_rsrpass_lremono_estmono_rstmono_astmono_dpimono_dvimono_gvimono_dusmono_dufmono_rlrmono_pirmono_rsrmono_lre
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1210681-1NaNNaN000.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.560058315.12311220.014160158.251700277.23437573.92936129.1252.940013-24.3372299.509.530714308.0000001.564131180.504499-5.383297459.821739357.24748341.13832840.375-1.417319-23.6818524.014.437827522.350000
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1230541-1NaNNaN000.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.561387349.715985-20.318328154.153452259.55434853.60759824.625-4.169424-23.2846009.5011.812086441.3500001.568468314.5637255.038875184.019009268.51037958.73307726.875-0.385005-19.0814107.015.352140144.125000
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1260681-1NaNNaN000.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.547223290.5106546.312100183.229393358.68037639.58890331.375-1.517408-22.8698035.0013.458863223.6607141.568775300.1283974.091863176.721429358.52306947.06217922.375-0.116968-18.6662165.016.936594137.625000
1270531-1NaNNaN000.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.540351297.547405-13.662863177.029306282.87364153.00821550.500-1.110504-22.9057924.5019.106016250.5178571.536796245.7224075.094971223.400826390.77083337.73858840.3750.411397-15.5559513.019.514575155.825000
1280441-1NaNNaN000.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.559768358.795968-2.439064169.158987256.01541150.67582117.875-0.823403-23.8237506.5018.137440226.2500001.561185262.3167782.795054252.440747360.59939038.91865326.8750.389404-17.5279274.017.509302154.079545
1290541-1NaNNaN000.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1.551723264.2882646.493253171.167614353.74868035.58612629.125-0.468909-28.2580244.5017.567092157.5373381.565794281.0802890.243058234.970546319.30062044.55811326.8751.137492-27.3095694.014.042478130.479839